Linear regression with statistics for multiple category data

版本 1.0.0.0 (39.0 KB) 作者: Dr. Soumya Banerjee

This function does linear regression with statistics for multiple category data (OLS and RMA)

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更新时间 2012/11/9

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Takes six column vectors, a description, x label and y label and plots the data and outputs all the statistics (r squared, OLS slope, RMA slope, 95% CI intervals). Uses different colours for the two different categories. Both OLS and RMA slopes are output

引用格式

Dr. Soumya Banerjee (2024). Linear regression with statistics for multiple category data (https://www.mathworks.com/matlabcentral/fileexchange/38955-linear-regression-with-statistics-for-multiple-category-data), MATLAB Central File Exchange. 检索来源 2024/7/29.

MATLAB 版本兼容性

创建方式 R2012a

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Windows macOS Linux

类别

AI, Data Science, and Statistics > Curve Fitting Toolbox > Linear and Nonlinear Regression >

在 Help Center 和 MATLAB Answers 中查找有关 Linear and Nonlinear Regression 的更多信息

致谢

参考作品: Graphical User Interface for Solving Ordinary Differential Equations, Linear regression on log transformed data, Graphical User Interface for Solving Ordinary Differential Equations, A Graphical User Interface for Solving Delay Differential Equations and doing Local Search

启发作品: Linear regression for multiple category data with different slopes for each, Graphical User Interface for Solving Ordinary Differential Equations for In-Vitro Infection, healthy_disease_boxplot.zip, t-test and box plots for genes/compounds etc in healthy vs. disease, Wilcoxon rank-sum test and box plots for genes/compounds etc in healthy vs. disease

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regress two categories for upload/html/

regress_plot_twocategories

版本	已发布	发行说明
1.0.0.0	2012/11/9		下载

Linear regression with statistics for multiple category data